# Coval MCP Server

> Use this tool when you need to integrate AI assistants with a robust evaluation platform, enabling seamless interaction for launching and monitoring evaluation runs, and retrieving key metrics. It solves problems related to agent management, test set organization, and performance tracking, providing a centralized interface for evaluation workflows. Ideal for use cases requiring automated evaluation and metrics retrieval, with inputs including agent configurations and test sets, and outputs comprising evaluation metrics and run statuses.

Canonical page: https://skillsregistry.net/skills/coval-ai-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/coval-ai-mcp-server

## Description

Enables AI assistants to interact with Coval's evaluation platform for launching and monitoring evaluation runs, managing agents and test sets, and retrieving evaluation metrics.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** monitoring
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/grcav5yy9h)
- **Repository:** <https://github.com/coval-ai/mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "coval-ai-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/coval-ai-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/coval-ai-mcp-server/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt